Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 750 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 12 |
| Duplicate rows (%) | 1.6% |
| Total size in memory | 82.2 KiB |
| Average record size in memory | 112.2 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 3 |
| Dataset has 12 (1.6%) duplicate rows | Duplicates |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
energy is highly overall correlated with acousticness and 1 other fields | High correlation |
loudness is highly overall correlated with acousticness and 1 other fields | High correlation |
time_signature is highly imbalanced (71.1%) | Imbalance |
instrumentalness has 290 (38.7%) zeros | Zeros |
key has 113 (15.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-12 21:55:38.159180 |
|---|---|
| Analysis finished | 2024-08-12 21:56:40.348407 |
| Duration | 1 minute and 2.19 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
acousticness
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 596 |
|---|---|
| Distinct (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35739417 |
| Minimum | 1.17 × 10-6 |
|---|---|
| Maximum | 0.994 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 1.17 × 10-6 |
|---|---|
| 5-th percentile | 0.001189 |
| Q1 | 0.03715 |
| median | 0.2445 |
| Q3 | 0.6785 |
| 95-th percentile | 0.95155 |
| Maximum | 0.994 |
| Range | 0.99399883 |
| Interquartile range (IQR) | 0.64135 |
Descriptive statistics
| Standard deviation | 0.33840528 |
|---|---|
| Coefficient of variation (CV) | 0.94686848 |
| Kurtosis | -1.2102957 |
| Mean | 0.35739417 |
| Median Absolute Deviation (MAD) | 0.2328 |
| Skewness | 0.53480424 |
| Sum | 268.04563 |
| Variance | 0.11451813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.992 | 7 | 0.9% |
| 0.99 | 5 | 0.7% |
| 0.586 | 4 | 0.5% |
| 0.741 | 4 | 0.5% |
| 0.194 | 4 | 0.5% |
| 0.713 | 3 | 0.4% |
| 0.541 | 3 | 0.4% |
| 0.284 | 3 | 0.4% |
| 0.22 | 3 | 0.4% |
| 0.11 | 3 | 0.4% |
| Other values (586) | 711 |
| Value | Count | Frequency (%) |
| 1.17 × 10-6 | 1 | |
| 2.04 × 10-6 | 1 | |
| 2.74 × 10-6 | 1 | |
| 2.8 × 10-6 | 1 | |
| 3.68 × 10-6 | 1 | |
| 3.11 × 10-5 | 1 | |
| 6.34 × 10-5 | 1 | |
| 6.64 × 10-5 | 1 | |
| 9.16 × 10-5 | 1 | |
| 0.000107 | 1 |
| Value | Count | Frequency (%) |
| 0.994 | 3 | |
| 0.993 | 2 | 0.3% |
| 0.992 | 7 | |
| 0.991 | 1 | 0.1% |
| 0.99 | 5 | |
| 0.988 | 1 | 0.1% |
| 0.987 | 1 | 0.1% |
| 0.984 | 1 | 0.1% |
| 0.983 | 2 | 0.3% |
| 0.982 | 1 | 0.1% |
danceability
Real number (ℝ)
| Distinct | 458 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59643867 |
| Minimum | 0.107 |
|---|---|
| Maximum | 0.986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0.107 |
|---|---|
| 5-th percentile | 0.2938 |
| Q1 | 0.48 |
| median | 0.606 |
| Q3 | 0.71575 |
| 95-th percentile | 0.85655 |
| Maximum | 0.986 |
| Range | 0.879 |
| Interquartile range (IQR) | 0.23575 |
Descriptive statistics
| Standard deviation | 0.17203641 |
|---|---|
| Coefficient of variation (CV) | 0.2884394 |
| Kurtosis | -0.29670569 |
| Mean | 0.59643867 |
| Median Absolute Deviation (MAD) | 0.117 |
| Skewness | -0.31198091 |
| Sum | 447.329 |
| Variance | 0.029596527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.525 | 6 | 0.8% |
| 0.646 | 6 | 0.8% |
| 0.685 | 5 | 0.7% |
| 0.531 | 5 | 0.7% |
| 0.578 | 5 | 0.7% |
| 0.401 | 5 | 0.7% |
| 0.541 | 5 | 0.7% |
| 0.708 | 5 | 0.7% |
| 0.836 | 4 | 0.5% |
| 0.438 | 4 | 0.5% |
| Other values (448) | 700 |
| Value | Count | Frequency (%) |
| 0.107 | 1 | |
| 0.135 | 1 | |
| 0.157 | 1 | |
| 0.158 | 1 | |
| 0.167 | 1 | |
| 0.173 | 1 | |
| 0.181 | 1 | |
| 0.183 | 1 | |
| 0.185 | 1 | |
| 0.187 | 1 |
| Value | Count | Frequency (%) |
| 0.986 | 1 | |
| 0.981 | 1 | |
| 0.978 | 1 | |
| 0.976 | 2 | |
| 0.97 | 1 | |
| 0.96 | 1 | |
| 0.942 | 1 | |
| 0.923 | 1 | |
| 0.919 | 1 | |
| 0.916 | 1 |
duration
Real number (ℝ)
| Distinct | 717 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220112.73 |
| Minimum | 33840 |
|---|---|
| Maximum | 675360 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 33840 |
|---|---|
| 5-th percentile | 123523.6 |
| Q1 | 185490.25 |
| median | 215108.5 |
| Q3 | 244236.75 |
| 95-th percentile | 324082.15 |
| Maximum | 675360 |
| Range | 641520 |
| Interquartile range (IQR) | 58746.5 |
Descriptive statistics
| Standard deviation | 65587.69 |
|---|---|
| Coefficient of variation (CV) | 0.29797318 |
| Kurtosis | 8.3218632 |
| Mean | 220112.73 |
| Median Absolute Deviation (MAD) | 29348.5 |
| Skewness | 1.5762311 |
| Sum | 1.6508455 × 108 |
| Variance | 4.3017451 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 238933 | 3 | 0.4% |
| 213440 | 3 | 0.4% |
| 228253 | 3 | 0.4% |
| 248560 | 2 | 0.3% |
| 190000 | 2 | 0.3% |
| 174785 | 2 | 0.3% |
| 188013 | 2 | 0.3% |
| 249493 | 2 | 0.3% |
| 272333 | 2 | 0.3% |
| 292093 | 2 | 0.3% |
| Other values (707) | 727 |
| Value | Count | Frequency (%) |
| 33840 | 1 | |
| 46107 | 1 | |
| 48093 | 1 | |
| 55653 | 1 | |
| 56331 | 1 | |
| 58671 | 1 | |
| 62622 | 1 | |
| 66481 | 1 | |
| 67213 | 1 | |
| 70352 | 1 |
| Value | Count | Frequency (%) |
| 675360 | 1 | |
| 618400 | 1 | |
| 592000 | 1 | |
| 547880 | 1 | |
| 538800 | 1 | |
| 520661 | 1 | |
| 483667 | 1 | |
| 482333 | 1 | |
| 411520 | 1 | |
| 403280 | 1 |
energy
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 502 |
|---|---|
| Distinct (%) | 66.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59418793 |
| Minimum | 0.00925 |
|---|---|
| Maximum | 0.995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0.00925 |
|---|---|
| 5-th percentile | 0.1309 |
| Q1 | 0.42325 |
| median | 0.6315 |
| Q3 | 0.80475 |
| 95-th percentile | 0.9441 |
| Maximum | 0.995 |
| Range | 0.98575 |
| Interquartile range (IQR) | 0.3815 |
Descriptive statistics
| Standard deviation | 0.2533013 |
|---|---|
| Coefficient of variation (CV) | 0.4262983 |
| Kurtosis | -0.75896176 |
| Mean | 0.59418793 |
| Median Absolute Deviation (MAD) | 0.188 |
| Skewness | -0.4587646 |
| Sum | 445.64095 |
| Variance | 0.06416155 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.948 | 5 | 0.7% |
| 0.854 | 5 | 0.7% |
| 0.771 | 5 | 0.7% |
| 0.832 | 5 | 0.7% |
| 0.666 | 5 | 0.7% |
| 0.868 | 4 | 0.5% |
| 0.457 | 4 | 0.5% |
| 0.543 | 4 | 0.5% |
| 0.6 | 4 | 0.5% |
| 0.857 | 4 | 0.5% |
| Other values (492) | 705 |
| Value | Count | Frequency (%) |
| 0.00925 | 1 | |
| 0.0153 | 1 | |
| 0.0156 | 1 | |
| 0.0198 | 1 | |
| 0.0276 | 1 | |
| 0.0305 | 1 | |
| 0.0343 | 1 | |
| 0.0381 | 1 | |
| 0.0416 | 1 | |
| 0.0423 | 1 |
| Value | Count | Frequency (%) |
| 0.995 | 2 | |
| 0.992 | 1 | |
| 0.991 | 1 | |
| 0.99 | 1 | |
| 0.989 | 1 | |
| 0.988 | 1 | |
| 0.987 | 1 | |
| 0.982 | 1 | |
| 0.979 | 1 | |
| 0.977 | 1 |
instrumentalness
Real number (ℝ)
ZEROS 
| Distinct | 431 |
|---|---|
| Distinct (%) | 57.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10024481 |
| Minimum | 0 |
|---|---|
| Maximum | 0.967 |
| Zeros | 290 |
| Zeros (%) | 38.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.02 × 10-5 |
| Q3 | 0.002245 |
| 95-th percentile | 0.872 |
| Maximum | 0.967 |
| Range | 0.967 |
| Interquartile range (IQR) | 0.002245 |
Descriptive statistics
| Standard deviation | 0.25992145 |
|---|---|
| Coefficient of variation (CV) | 2.5928668 |
| Kurtosis | 4.5180124 |
| Mean | 0.10024481 |
| Median Absolute Deviation (MAD) | 1.02 × 10-5 |
| Skewness | 2.4881657 |
| Sum | 75.18361 |
| Variance | 0.067559163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 0.872 | 3 | 0.4% |
| 1.02 × 10-5 | 3 | 0.4% |
| 0.000229 | 3 | 0.4% |
| 0.000623 | 2 | 0.3% |
| 1.9 × 10-6 | 2 | 0.3% |
| 0.908 | 2 | 0.3% |
| 0.0159 | 2 | 0.3% |
| 0.93 | 2 | 0.3% |
| 0.000156 | 2 | 0.3% |
| Other values (421) | 439 |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1.06 × 10-6 | 1 | 0.1% |
| 1.07 × 10-6 | 1 | 0.1% |
| 1.11 × 10-6 | 1 | 0.1% |
| 1.13 × 10-6 | 1 | 0.1% |
| 1.17 × 10-6 | 1 | 0.1% |
| 1.21 × 10-6 | 1 | 0.1% |
| 1.23 × 10-6 | 1 | 0.1% |
| 1.34 × 10-6 | 1 | 0.1% |
| 1.38 × 10-6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.967 | 1 | |
| 0.956 | 1 | |
| 0.949 | 1 | |
| 0.947 | 1 | |
| 0.94 | 1 | |
| 0.937 | 1 | |
| 0.934 | 1 | |
| 0.933 | 2 | |
| 0.931 | 1 | |
| 0.93 | 2 |
key
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8293333 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 113 |
| Zeros (%) | 15.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.6360006 |
|---|---|
| Coefficient of variation (CV) | 0.75289907 |
| Kurtosis | -1.3497295 |
| Mean | 4.8293333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.15143135 |
| Sum | 3622 |
| Variance | 13.2205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 113 | |
| 2 | 92 | |
| 1 | 85 | |
| 9 | 74 | |
| 5 | 69 | |
| 7 | 63 | |
| 8 | 51 | |
| 4 | 48 | |
| 10 | 48 | |
| 11 | 46 | |
| Other values (2) | 61 |
| Value | Count | Frequency (%) |
| 0 | 113 | |
| 1 | 85 | |
| 2 | 92 | |
| 3 | 17 | 2.3% |
| 4 | 48 | |
| 5 | 69 | |
| 6 | 44 | 5.9% |
| 7 | 63 | |
| 8 | 51 | |
| 9 | 74 |
| Value | Count | Frequency (%) |
| 11 | 46 | |
| 10 | 48 | |
| 9 | 74 | |
| 8 | 51 | |
| 7 | 63 | |
| 6 | 44 | |
| 5 | 69 | |
| 4 | 48 | |
| 3 | 17 | 2.3% |
| 2 | 92 |
liveness
Real number (ℝ)
| Distinct | 445 |
|---|---|
| Distinct (%) | 59.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20337613 |
| Minimum | 0.024 |
|---|---|
| Maximum | 0.979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0.024 |
|---|---|
| 5-th percentile | 0.06097 |
| Q1 | 0.09455 |
| median | 0.129 |
| Q3 | 0.26475 |
| 95-th percentile | 0.62475 |
| Maximum | 0.979 |
| Range | 0.955 |
| Interquartile range (IQR) | 0.1702 |
Descriptive statistics
| Standard deviation | 0.17760862 |
|---|---|
| Coefficient of variation (CV) | 0.87330117 |
| Kurtosis | 4.8427012 |
| Mean | 0.20337613 |
| Median Absolute Deviation (MAD) | 0.05055 |
| Skewness | 2.1562405 |
| Sum | 152.5321 |
| Variance | 0.03154482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.102 | 12 | 1.6% |
| 0.111 | 11 | 1.5% |
| 0.122 | 10 | 1.3% |
| 0.106 | 8 | 1.1% |
| 0.101 | 8 | 1.1% |
| 0.108 | 8 | 1.1% |
| 0.107 | 8 | 1.1% |
| 0.103 | 7 | 0.9% |
| 0.131 | 7 | 0.9% |
| 0.113 | 7 | 0.9% |
| Other values (435) | 664 |
| Value | Count | Frequency (%) |
| 0.024 | 1 | |
| 0.0246 | 1 | |
| 0.0277 | 1 | |
| 0.0309 | 1 | |
| 0.0348 | 1 | |
| 0.0365 | 1 | |
| 0.0373 | 1 | |
| 0.0388 | 1 | |
| 0.0407 | 1 | |
| 0.045 | 1 |
| Value | Count | Frequency (%) |
| 0.979 | 1 | |
| 0.97 | 1 | |
| 0.966 | 1 | |
| 0.931 | 1 | |
| 0.924 | 1 | |
| 0.922 | 2 | |
| 0.905 | 1 | |
| 0.875 | 1 | |
| 0.874 | 1 | |
| 0.873 | 1 |
loudness
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 710 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.5093387 |
| Minimum | -29.601 |
|---|---|
| Maximum | -0.533 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 750 |
| Negative (%) | 100.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -29.601 |
|---|---|
| 5-th percentile | -19.68325 |
| Q1 | -10.1735 |
| median | -7.27 |
| Q3 | -5.09775 |
| 95-th percentile | -3.0578 |
| Maximum | -0.533 |
| Range | 29.068 |
| Interquartile range (IQR) | 5.07575 |
Descriptive statistics
| Standard deviation | 5.0394884 |
|---|---|
| Coefficient of variation (CV) | -0.59223033 |
| Kurtosis | 3.2329168 |
| Mean | -8.5093387 |
| Median Absolute Deviation (MAD) | 2.4685 |
| Skewness | -1.6931147 |
| Sum | -6382.004 |
| Variance | 25.396444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7.042 | 3 | 0.4% |
| -6.699 | 3 | 0.4% |
| -7.273 | 3 | 0.4% |
| -5.436 | 2 | 0.3% |
| -2.597 | 2 | 0.3% |
| -5.805 | 2 | 0.3% |
| -5.853 | 2 | 0.3% |
| -7.408 | 2 | 0.3% |
| -6.196 | 2 | 0.3% |
| -8.559 | 2 | 0.3% |
| Other values (700) | 727 |
| Value | Count | Frequency (%) |
| -29.601 | 1 | |
| -28.841 | 1 | |
| -28.55 | 1 | |
| -27.817 | 1 | |
| -27.473 | 1 | |
| -27.456 | 1 | |
| -27.421 | 1 | |
| -27.385 | 1 | |
| -27.127 | 1 | |
| -26.586 | 1 |
| Value | Count | Frequency (%) |
| -0.533 | 1 | |
| -0.913 | 1 | |
| -1.319 | 1 | |
| -1.455 | 1 | |
| -1.737 | 1 | |
| -2.024 | 1 | |
| -2.097 | 1 | |
| -2.204 | 1 | |
| -2.218 | 1 | |
| -2.274 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 750 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 0 | 194 | 25.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 0 | 194 | 25.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 0 | 194 | 25.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 0 | 194 | 25.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 0 | 194 | 25.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 0 | 194 | 25.9% |
speechiness
Real number (ℝ)
| Distinct | 457 |
|---|---|
| Distinct (%) | 60.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098966267 |
| Minimum | 0.0234 |
|---|---|
| Maximum | 0.721 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0.0234 |
|---|---|
| 5-th percentile | 0.028345 |
| Q1 | 0.0359 |
| median | 0.04875 |
| Q3 | 0.113 |
| 95-th percentile | 0.33655 |
| Maximum | 0.721 |
| Range | 0.6976 |
| Interquartile range (IQR) | 0.0771 |
Descriptive statistics
| Standard deviation | 0.10471452 |
|---|---|
| Coefficient of variation (CV) | 1.0580829 |
| Kurtosis | 4.149336 |
| Mean | 0.098966267 |
| Median Absolute Deviation (MAD) | 0.01725 |
| Skewness | 2.0403698 |
| Sum | 74.2247 |
| Variance | 0.01096513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0349 | 8 | 1.1% |
| 0.0291 | 5 | 0.7% |
| 0.0289 | 5 | 0.7% |
| 0.0297 | 5 | 0.7% |
| 0.0278 | 5 | 0.7% |
| 0.0407 | 5 | 0.7% |
| 0.105 | 5 | 0.7% |
| 0.0417 | 5 | 0.7% |
| 0.0362 | 5 | 0.7% |
| 0.0296 | 4 | 0.5% |
| Other values (447) | 698 |
| Value | Count | Frequency (%) |
| 0.0234 | 1 | |
| 0.0237 | 1 | |
| 0.024 | 1 | |
| 0.0243 | 1 | |
| 0.0248 | 1 | |
| 0.0256 | 1 | |
| 0.0257 | 2 | |
| 0.0259 | 1 | |
| 0.026 | 1 | |
| 0.0261 | 2 |
| Value | Count | Frequency (%) |
| 0.721 | 1 | |
| 0.57 | 1 | |
| 0.567 | 1 | |
| 0.511 | 1 | |
| 0.458 | 2 | |
| 0.447 | 1 | |
| 0.446 | 1 | |
| 0.438 | 1 | |
| 0.431 | 1 | |
| 0.429 | 1 |
tempo
Real number (ℝ)
| Distinct | 729 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.40576 |
| Minimum | 55.747 |
|---|---|
| Maximum | 204.162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 55.747 |
|---|---|
| 5-th percentile | 78.54465 |
| Q1 | 98.998 |
| median | 120.1045 |
| Q3 | 138.07475 |
| 95-th percentile | 171.028 |
| Maximum | 204.162 |
| Range | 148.415 |
| Interquartile range (IQR) | 39.07675 |
Descriptive statistics
| Standard deviation | 28.378116 |
|---|---|
| Coefficient of variation (CV) | 0.23568736 |
| Kurtosis | -0.2461656 |
| Mean | 120.40576 |
| Median Absolute Deviation (MAD) | 19.906 |
| Skewness | 0.33476254 |
| Sum | 90304.321 |
| Variance | 805.31749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 157.894 | 3 | 0.4% |
| 89.019 | 3 | 0.4% |
| 87.02 | 2 | 0.3% |
| 109.394 | 2 | 0.3% |
| 130.089 | 2 | 0.3% |
| 163.987 | 2 | 0.3% |
| 127.992 | 2 | 0.3% |
| 104.999 | 2 | 0.3% |
| 122.021 | 2 | 0.3% |
| 100.996 | 2 | 0.3% |
| Other values (719) | 728 |
| Value | Count | Frequency (%) |
| 55.747 | 1 | |
| 59.896 | 1 | |
| 64.128 | 1 | |
| 64.572 | 1 | |
| 64.773 | 1 | |
| 64.983 | 1 | |
| 65.09 | 2 | |
| 66.47 | 1 | |
| 67.325 | 2 | |
| 69.321 | 1 |
| Value | Count | Frequency (%) |
| 204.162 | 1 | |
| 203.988 | 1 | |
| 203.927 | 1 | |
| 203.669 | 1 | |
| 201.843 | 1 | |
| 201.8 | 1 | |
| 199.512 | 1 | |
| 191.287 | 1 | |
| 188.055 | 1 | |
| 187.451 | 1 |
time_signature
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 KiB |
| 4 | |
|---|---|
| 3 | 64 |
| 5 | 9 |
| 1 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 750 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 671 | |
| 3 | 64 | 8.5% |
| 5 | 9 | 1.2% |
| 1 | 6 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 671 | |
| 3 | 64 | 8.5% |
| 5 | 9 | 1.2% |
| 1 | 6 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 671 | |
| 3 | 64 | 8.5% |
| 5 | 9 | 1.2% |
| 1 | 6 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 671 | |
| 3 | 64 | 8.5% |
| 5 | 9 | 1.2% |
| 1 | 6 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 671 | |
| 3 | 64 | 8.5% |
| 5 | 9 | 1.2% |
| 1 | 6 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 671 | |
| 3 | 64 | 8.5% |
| 5 | 9 | 1.2% |
| 1 | 6 | 0.8% |
valence
Real number (ℝ)
| Distinct | 487 |
|---|---|
| Distinct (%) | 64.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49732147 |
| Minimum | 0.0332 |
|---|---|
| Maximum | 0.975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0.0332 |
|---|---|
| 5-th percentile | 0.12745 |
| Q1 | 0.297 |
| median | 0.483 |
| Q3 | 0.6845 |
| 95-th percentile | 0.904 |
| Maximum | 0.975 |
| Range | 0.9418 |
| Interquartile range (IQR) | 0.3875 |
Descriptive statistics
| Standard deviation | 0.2396149 |
|---|---|
| Coefficient of variation (CV) | 0.48181089 |
| Kurtosis | -0.91100701 |
| Mean | 0.49732147 |
| Median Absolute Deviation (MAD) | 0.192 |
| Skewness | 0.1048116 |
| Sum | 372.9911 |
| Variance | 0.057415301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.199 | 5 | 0.7% |
| 0.668 | 5 | 0.7% |
| 0.541 | 4 | 0.5% |
| 0.261 | 4 | 0.5% |
| 0.438 | 4 | 0.5% |
| 0.622 | 4 | 0.5% |
| 0.29 | 4 | 0.5% |
| 0.249 | 4 | 0.5% |
| 0.966 | 4 | 0.5% |
| 0.403 | 4 | 0.5% |
| Other values (477) | 708 |
| Value | Count | Frequency (%) |
| 0.0332 | 1 | |
| 0.0357 | 1 | |
| 0.036 | 1 | |
| 0.0374 | 1 | |
| 0.0375 | 1 | |
| 0.0381 | 1 | |
| 0.0388 | 1 | |
| 0.0389 | 1 | |
| 0.04 | 1 | |
| 0.0416 | 1 |
| Value | Count | Frequency (%) |
| 0.975 | 1 | 0.1% |
| 0.968 | 2 | |
| 0.967 | 1 | 0.1% |
| 0.966 | 4 | |
| 0.965 | 2 | |
| 0.964 | 1 | 0.1% |
| 0.963 | 1 | 0.1% |
| 0.962 | 2 | |
| 0.961 | 1 | 0.1% |
| 0.959 | 1 | 0.1% |
label
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 750 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 452 | |
| 0 | 298 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 452 | |
| 0 | 298 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 452 | |
| 0 | 298 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 452 | |
| 0 | 298 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 452 | |
| 0 | 298 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 750 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 452 | |
| 0 | 298 |
| acousticness | danceability | duration | energy | instrumentalness | key | label | liveness | loudness | mode | speechiness | tempo | time_signature | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | -0.363 | 0.004 | -0.743 | 0.086 | -0.052 | 0.481 | -0.149 | -0.686 | 0.129 | -0.271 | -0.155 | 0.182 | -0.157 |
| danceability | -0.363 | 1.000 | -0.186 | 0.315 | -0.112 | 0.054 | 0.387 | -0.109 | 0.340 | 0.018 | 0.336 | 0.035 | 0.186 | 0.463 |
| duration | 0.004 | -0.186 | 1.000 | -0.054 | 0.176 | 0.004 | 0.158 | -0.067 | -0.109 | 0.000 | -0.149 | -0.023 | 0.037 | -0.218 |
| energy | -0.743 | 0.315 | -0.054 | 1.000 | -0.084 | 0.062 | 0.462 | 0.251 | 0.848 | 0.147 | 0.265 | 0.200 | 0.176 | 0.347 |
| instrumentalness | 0.086 | -0.112 | 0.176 | -0.084 | 1.000 | 0.008 | 0.116 | -0.061 | -0.206 | 0.007 | -0.165 | -0.065 | 0.000 | -0.168 |
| key | -0.052 | 0.054 | 0.004 | 0.062 | 0.008 | 1.000 | 0.132 | -0.055 | 0.027 | 0.296 | 0.065 | -0.088 | 0.062 | 0.069 |
| label | 0.481 | 0.387 | 0.158 | 0.462 | 0.116 | 0.132 | 1.000 | 0.212 | 0.477 | 0.068 | 0.500 | 0.145 | 0.154 | 0.155 |
| liveness | -0.149 | -0.109 | -0.067 | 0.251 | -0.061 | -0.055 | 0.212 | 1.000 | 0.187 | 0.000 | 0.090 | 0.040 | 0.000 | 0.077 |
| loudness | -0.686 | 0.340 | -0.109 | 0.848 | -0.206 | 0.027 | 0.477 | 0.187 | 1.000 | 0.071 | 0.274 | 0.149 | 0.153 | 0.260 |
| mode | 0.129 | 0.018 | 0.000 | 0.147 | 0.007 | 0.296 | 0.068 | 0.000 | 0.071 | 1.000 | 0.123 | 0.000 | 0.000 | 0.032 |
| speechiness | -0.271 | 0.336 | -0.149 | 0.265 | -0.165 | 0.065 | 0.500 | 0.090 | 0.274 | 0.123 | 1.000 | 0.123 | 0.034 | 0.133 |
| tempo | -0.155 | 0.035 | -0.023 | 0.200 | -0.065 | -0.088 | 0.145 | 0.040 | 0.149 | 0.000 | 0.123 | 1.000 | 0.140 | 0.071 |
| time_signature | 0.182 | 0.186 | 0.037 | 0.176 | 0.000 | 0.062 | 0.154 | 0.000 | 0.153 | 0.000 | 0.034 | 0.140 | 1.000 | 0.063 |
| valence | -0.157 | 0.463 | -0.218 | 0.347 | -0.168 | 0.069 | 0.155 | 0.077 | 0.260 | 0.032 | 0.133 | 0.071 | 0.063 | 1.000 |
| acousticness | danceability | duration | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | time_signature | valence | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.713 | 0.514 | 100125 | 0.521 | 0.816000 | 8 | 0.1120 | -14.835 | 0 | 0.0444 | 119.879 | 4 | 0.143 | 1 |
| 1 | 0.192 | 0.714 | 207019 | 0.614 | 0.000000 | 4 | 0.2630 | -6.935 | 1 | 0.0319 | 123.969 | 4 | 0.582 | 1 |
| 2 | 0.333 | 0.630 | 216200 | 0.455 | 0.000004 | 5 | 0.1270 | -9.290 | 1 | 0.0292 | 139.931 | 4 | 0.199 | 1 |
| 3 | 0.601 | 0.810 | 136413 | 0.221 | 0.210000 | 5 | 0.1840 | -11.005 | 1 | 0.0429 | 109.960 | 4 | 0.798 | 1 |
| 4 | 0.883 | 0.465 | 181440 | 0.459 | 0.000173 | 6 | 0.0692 | -8.137 | 0 | 0.0351 | 90.807 | 4 | 0.288 | 1 |
| 5 | 0.524 | 0.633 | 244360 | 0.401 | 0.000000 | 4 | 0.1230 | -12.549 | 1 | 0.0439 | 134.978 | 4 | 0.523 | 1 |
| 6 | 0.597 | 0.507 | 183573 | 0.795 | 0.000000 | 9 | 0.2960 | -6.966 | 1 | 0.0607 | 165.540 | 4 | 0.900 | 0 |
| 7 | 0.452 | 0.825 | 259102 | 0.435 | 0.609000 | 1 | 0.0953 | -9.582 | 1 | 0.0568 | 119.038 | 4 | 0.243 | 1 |
| 8 | 0.748 | 0.420 | 366179 | 0.324 | 0.839000 | 9 | 0.0723 | -14.700 | 0 | 0.0556 | 183.020 | 3 | 0.330 | 1 |
| 9 | 0.913 | 0.292 | 197613 | 0.246 | 0.088300 | 0 | 0.2090 | -9.758 | 1 | 0.0330 | 140.316 | 4 | 0.249 | 1 |
| acousticness | danceability | duration | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | time_signature | valence | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 740 | 0.202000 | 0.755 | 216450 | 0.577 | 0.000000 | 3 | 0.2340 | -7.549 | 1 | 0.1570 | 100.034 | 4 | 0.451 | 0 |
| 741 | 0.162000 | 0.710 | 309173 | 0.784 | 0.000623 | 0 | 0.1940 | -6.865 | 1 | 0.0416 | 126.656 | 4 | 0.901 | 1 |
| 742 | 0.195000 | 0.887 | 231733 | 0.682 | 0.050300 | 4 | 0.0623 | -7.795 | 1 | 0.0436 | 115.700 | 4 | 0.962 | 1 |
| 743 | 0.125000 | 0.480 | 110075 | 0.560 | 0.000000 | 1 | 0.1360 | -7.868 | 1 | 0.3510 | 204.162 | 4 | 0.571 | 1 |
| 744 | 0.124000 | 0.519 | 242227 | 0.495 | 0.006260 | 6 | 0.1830 | -11.002 | 0 | 0.1010 | 95.078 | 4 | 0.262 | 1 |
| 745 | 0.000175 | 0.374 | 333827 | 0.943 | 0.000156 | 6 | 0.1250 | -4.108 | 0 | 0.0556 | 112.084 | 4 | 0.338 | 0 |
| 746 | 0.001970 | 0.487 | 213000 | 0.867 | 0.006020 | 10 | 0.0968 | -3.293 | 0 | 0.0543 | 160.048 | 4 | 0.403 | 0 |
| 747 | 0.916000 | 0.605 | 125867 | 0.314 | 0.000000 | 0 | 0.3590 | -7.631 | 1 | 0.0327 | 138.148 | 4 | 0.836 | 1 |
| 748 | 0.168000 | 0.700 | 249493 | 0.823 | 0.000028 | 3 | 0.1220 | -6.892 | 1 | 0.0373 | 144.060 | 4 | 0.745 | 1 |
| 749 | 0.015500 | 0.477 | 276720 | 0.776 | 0.003140 | 1 | 0.2030 | -5.056 | 1 | 0.0349 | 131.004 | 4 | 0.429 | 1 |
Most frequently occurring
| acousticness | danceability | duration | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | time_signature | valence | label | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6 | 0.166000 | 0.708 | 213440 | 0.666 | 0.000229 | 2 | 0.0929 | -7.042 | 1 | 0.0349 | 89.019 | 4 | 0.834 | 1 | 3 |
| 8 | 0.586000 | 0.565 | 238933 | 0.461 | 0.000000 | 0 | 0.1620 | -7.273 | 1 | 0.1410 | 157.894 | 4 | 0.199 | 1 | 3 |
| 0 | 0.000986 | 0.578 | 188013 | 0.825 | 0.000000 | 1 | 0.1760 | -6.107 | 1 | 0.3220 | 130.089 | 4 | 0.283 | 0 | 2 |
| 1 | 0.002130 | 0.733 | 293543 | 0.543 | 0.000169 | 1 | 0.0703 | -10.002 | 1 | 0.0445 | 106.019 | 4 | 0.118 | 0 | 2 |
| 2 | 0.005870 | 0.825 | 220627 | 0.832 | 0.000789 | 5 | 0.1140 | -5.853 | 0 | 0.0403 | 122.021 | 4 | 0.713 | 1 | 2 |
| 3 | 0.025400 | 0.541 | 205200 | 0.854 | 0.000125 | 2 | 0.6510 | -6.196 | 1 | 0.1550 | 86.044 | 4 | 0.454 | 0 | 2 |
| 4 | 0.046900 | 0.311 | 208467 | 0.325 | 0.000000 | 2 | 0.1390 | -9.042 | 1 | 0.0283 | 65.090 | 1 | 0.668 | 1 | 2 |
| 5 | 0.137000 | 0.666 | 211931 | 0.948 | 0.000000 | 10 | 0.1920 | -2.776 | 1 | 0.0638 | 100.996 | 4 | 0.523 | 0 | 2 |
| 7 | 0.182000 | 0.874 | 216248 | 0.706 | 0.000000 | 1 | 0.3340 | -5.132 | 1 | 0.2070 | 89.968 | 4 | 0.895 | 0 | 2 |
| 9 | 0.849000 | 0.390 | 184667 | 0.302 | 0.000191 | 0 | 0.1220 | -10.362 | 1 | 0.0379 | 109.394 | 3 | 0.232 | 1 | 2 |